One vertex per element, one color per generator, with an edge from x to x·s.
(2,6)(4,7)(9,10,13,15)(11,12,16,14)(17,18,22,20)(19,23,21,24)(26,30)(28,32)(1,2)(3,7)(4,8)(5,6)(9,11,13,16)(10,14,15,12)(17,19,22,21)(18,23,20,24)(26,30)(27,31)(2,6)(3,8)(10,15)(11,16)(17,19,22,21)(18,24,20,23)(25,26)(27,28)(29,30)(31,32)(1,3,5,8)(2,7,6,4)(9,10)(11,12)(13,15)(14,16)(17,20,22,18)(19,23,21,24)(25,27)(26,28)(29,31)(30,32)(1,4,5,7)(2,3,6,8)(9,12)(10,16)(11,15)(13,14)(17,21,22,19)(18,23,20,24)(25,28)(26,27)(29,32)(30,31)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.